Can't bake normal map
What you need is baking the displacement map. Baking normal map for that mesh doesn't work because the tangent value is undefined, meaning your mesh has shaped 90 degree difference of angel (as we always know tan 90 is undefined). However, if you make slight difference, say it shaped 89.99, it might work. The point is never make an angle difference that makes its tanget value is undefined